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This tutorial establishes a materials-oriented framework for leveraging nonlinear collective-spin dynamics to achieve quantum-enhanced sensing in solid-state platforms like diamond and silicon. By analyzing how microscopic interactions and decoherence affect the generation of spin-squeezed states, it clarifies the fundamental limits and advantages of these systems beyond the standard quantum limit. The work provides essential theoretical grounding for researchers developing high-precision metrology tools using quantum correlations.
Nonlinear collective-spin dynamics for quantum-enhanced sensing in solid-state platforms
arXiv:2610.00286v1 Announce Type: new Abstract: Collective spin systems in solid-state materials are promising platforms for quantum-enhanced sensing. In systems such as nitrogen-vacancy centers in diamond, donor spins in silicon, and magnetic materials, interactions among many spins can generate collective quantum correlations that improve measurement precision beyond the standard quantum limit. This tutorial develops an intuitive, materials-oriented framework for understanding these effects through nonlinear collective-spin dynamics. We show how nonlinear interactions reshape collective spin states in phase space, redistribute quantum fluctuations, and generate metrologically useful states such as spin-squeezed and entangled states. We then connect these ideal collective dynamics to microscopic interactions and realistic solid-state systems, discussing how interaction strength, disorder, decoherence, and experimental control affect sensing performance. Different platforms and experiments are compared to highlight key material properties, advantages, and limitations. The tutorial focuses on a materials-oriented understanding of nonlinear collective-spin sensing, rather than a comprehensive comparison of experimental platforms or a practical guide to sensing experiments.
Abstract:Collective spin systems in solid-state materials are promising platforms for quantum-enhanced sensing. In systems such as nitrogen-vacancy centers in diamond, donor spins in silicon, and magnetic materials, interactions among many spins can generate collective quantum correlations that improve measurement precision beyond the standard quantum limit. This tutorial develops an intuitive, materials-oriented framework for understanding these effects through nonlinear collective-spin dynamics. We show how nonlinear interactions reshape collective spin states in phase space, redistribute quantum fluctuations, and generate metrologically useful states such as spin-squeezed and entangled states. We then connect these ideal collective dynamics to microscopic interactions and realistic solid-state systems, discussing how interaction strength, disorder, decoherence, and experimental control affect sensing performance. Different platforms and experiments are compared to highlight key material properties, advantages, and limitations. The tutorial focuses on a materials-oriented understanding of nonlinear collective-spin sensing, rather than a comprehensive comparison of experimental platforms or a practical guide to sensing experiments.
arXiv:2610.00286 [quant-ph]
(or arXiv:2610.00286v1 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2610.00286 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
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